
from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCamelCase__     :		Any        = logging.get_logger(__name__)

lowerCamelCase__     :		Optional[Any]        = {
    """edbeeching/decision-transformer-gym-hopper-medium""": (
        """https://huggingface.co/edbeeching/decision-transformer-gym-hopper-medium/resolve/main/config.json"""
    ),
    # See all DecisionTransformer models at https://huggingface.co/models?filter=decision_transformer
}



class    _snake_case (						UpperCAmelCase_				):
 __lowerCAmelCase	:  Any	   =      'decision_transformer'
 __lowerCAmelCase	:  Optional[Any]	   =      ['past_key_values']
 __lowerCAmelCase	:  int	   =      {
     'max_position_embeddings': 'n_positions',
     'num_attention_heads': 'n_head',
     'num_hidden_layers': 'n_layer',
 }


 def __init__(       self       ,	SCREAMING_SNAKE_CASE_=17       ,	SCREAMING_SNAKE_CASE_=4       ,	SCREAMING_SNAKE_CASE_=1_28       ,	SCREAMING_SNAKE_CASE_=40_96       ,	SCREAMING_SNAKE_CASE_=True       ,	SCREAMING_SNAKE_CASE_=1       ,	SCREAMING_SNAKE_CASE_=10_24       ,	SCREAMING_SNAKE_CASE_=3       ,	SCREAMING_SNAKE_CASE_=1       ,	SCREAMING_SNAKE_CASE_=None       ,	SCREAMING_SNAKE_CASE_="relu"       ,	SCREAMING_SNAKE_CASE_=0.1       ,	SCREAMING_SNAKE_CASE_=0.1       ,	SCREAMING_SNAKE_CASE_=0.1       ,	SCREAMING_SNAKE_CASE_=1E-5       ,	SCREAMING_SNAKE_CASE_=0.0_2       ,	SCREAMING_SNAKE_CASE_=True       ,	SCREAMING_SNAKE_CASE_=True       ,	SCREAMING_SNAKE_CASE_=5_02_56       ,	SCREAMING_SNAKE_CASE_=5_02_56       ,	SCREAMING_SNAKE_CASE_=False       ,	SCREAMING_SNAKE_CASE_=False       ,	**SCREAMING_SNAKE_CASE_       ,	):


   '''simple docstring'''




   lowercase__	: Tuple     		=   state_dim
   lowercase__	: List[Any]     		=   act_dim
   lowercase__	: Optional[int]     		=   hidden_size
   lowercase__	: Tuple     		=   max_ep_len
   lowercase__	: Any     		=   action_tanh
   lowercase__	: Union[str, Any]     		=   vocab_size
   lowercase__	: Any     		=   n_positions
   lowercase__	: Any     		=   n_layer
   lowercase__	: List[Any]     		=   n_head
   lowercase__	: Optional[int]     		=   n_inner
   lowercase__	: int     		=   activation_function
   lowercase__	: Optional[int]     		=   resid_pdrop
   lowercase__	: List[str]     		=   embd_pdrop
   lowercase__	: Any     		=   attn_pdrop
   lowercase__	: str     		=   layer_norm_epsilon
   lowercase__	: Any     		=   initializer_range
   lowercase__	: Optional[int]     		=   scale_attn_weights
   lowercase__	: Optional[Any]     		=   use_cache
   lowercase__	: Union[str, Any]     		=   scale_attn_by_inverse_layer_idx
   lowercase__	: Tuple     		=   reorder_and_upcast_attn

   lowercase__	: Union[str, Any]     		=   bos_token_id
   lowercase__	: int     		=   eos_token_id

   super().__init__(bos_token_id=SCREAMING_SNAKE_CASE_       ,	eos_token_id=SCREAMING_SNAKE_CASE_       ,	**SCREAMING_SNAKE_CASE_)










import os
from distutils.util import strtobool
def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_							):



     """simple docstring"""






     for e in env_keys:
          snake_case											=							int(os.environ.get(UpperCamelCase_				,-1							)							)
          if val >= 0:
               return val
     return default
def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_=False							):



     """simple docstring"""






     snake_case											=							os.environ.get(UpperCamelCase_				,str(UpperCamelCase_							)							)
     return strtobool(UpperCamelCase_							) == 1  # As its name indicates `strtobool` actually returns an int...

def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_="no"							):



     """simple docstring"""






     snake_case											=							os.environ.get(UpperCamelCase_				,str(UpperCamelCase_							)							)
     return value




